To compare with the DQN algorithm, we test the PSADPG algorithm with DQN in classic discrete control. We also perform experiment in Atari 2600 game environment [1]}. We choose 'Acrobot-v1' and 'Amidar-v0' environment respectively in OpenAI gym [2]}. We select these two tasks for their stochastic optimal policy nature.
